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The AAPG/Datapages Combined Publications Database
Showing 57,453 Results. Searched 200,293 documents.
Application of Machine Learning to Facies Classification of Carbonate Core Images
Sharinia Kanagandran
Southeast Asia Petroleum Exploration Society (SEAPEX)
...Application of Machine Learning to Facies Classification of Carbonate Core Images Sharinia Kanagandran 2019 36 In recent years, the use of machine...
2019
ABSTRACT: Application of Novel Machine Learning Algorithms for Facies Classification; #90115 (2010)
Olivier Malinur and Cyril U. Edem
Search and Discovery.com
...ABSTRACT: Application of Novel Machine Learning Algorithms for Facies Classification; #90115 (2010) Olivier Malinur and Cyril U. Edem Application...
2010
ABSTRACT: Integrated Machine Learning Unsupervised Log Facies and Seismic Facies Workflows to delineate stratigraphic traps for field developments
Stanley Wharton
Geological Society of Trinidad & Tobago
...ABSTRACT: Integrated Machine Learning Unsupervised Log Facies and Seismic Facies Workflows to delineate stratigraphic traps for field developments...
2022
Abstract: FaciesNet: Machine Learning Applications for Facies Classification in Well Logs;
Chayawan Jaikla, Pandu Devarakota, Neal Auchter, Mohamed Sidahmed, Irene Espejo
Search and Discovery.com
... data-driven machine learning algorithms using well logs alone to classify facies by solving multiclass classification problem. Classifying facies...
Unknown
Machine learning facies identifications applied to the Late Devonian Duvernay Formation, Western Canadian Sedimentary Basin
Search and Discovery.com
N/A
Abstract: Improving seismic facies classification through attribute selection and sample size analysis: Examples from Malay and Sabah basins, offshore Malaysia
Ismailalwali Babikir
Geological Society of Malaysia (GSM)
... using attribute selection that involved machine learning and deep learning techniques that increase the effectiveness of attribute selection and solved...
2024
Facies Classification Based on Well Logs by Using an Convolutional Neural Network
Search and Discovery.com
N/A
Abstract: Frequency-Based Facies Recognition Using Unsupervised Machine Learning; #91204 (2023)
Thamer Almahamidh, Sihai Zhang
Search and Discovery.com
...Abstract: Frequency-Based Facies Recognition Using Unsupervised Machine Learning; #91204 (2023) Thamer Almahamidh, Sihai Zhang Frequency-Based Facies...
2023
Minimizing Geothermal Exploration Costs Using Machine Learning As A Tool To Drive Deep Geothermal Exploration
Search and Discovery.com
N/A
Reservoir Insights Enabled by Machine Learning Technology: A Supervised Machine Learning Method for Probabilistic Rock Type Prediction; #42465 (2021)
Bruno de Ribet, Gerardo Gonzalez
Search and Discovery.com
... Emerson Agenda Introduction Critical Aspects of Reservoir Characterization Benefits of Machine Learning Rock Type Classification Case Study Conclusion...
2021
Machine-Learning Assisted Reservoir Property Prediction: A Case Study From the Triassic Snadd and Kobbe Formations, Norwegian Barents Sea
Search and Discovery.com
N/A
Paleokarst Reservoir Seismic Facies Classification Using Frequency Spectral Decomposition, Machine Learning and Electrofacies Constrained Approach
Search and Discovery.com
N/A
Geological Facies Prediction Using Computed Tomography in a Machine Learning and Deep Learning Environment
Uchenna Odi, Thomas Nguyen
Unconventional Resources Technology Conference (URTEC)
... for statistical feature detection in whole-core CT volumes. Facies classification, using machine learning, of wireline datasets has recently received a lot...
2018
Abstract: Seismic Attribute Optimization for Deep-Water Facies Classification in SOM Analysis;
Karelia La Marca Molina, Heather Bedle
Search and Discovery.com
... to investigate the impact of a user-controlled selection of attributes to perform SOM for facies classification versus a machine- derived result. Using...
Unknown
A Bi-Directional Long Short-Term Memory Neural Network for Geologic-Facies Classification
Search and Discovery.com
N/A
Evaluation of Machine Learning Methods for Automatic Facies Classification As a Tool for Determining Sandstone and Limestone Reservoir
Irvan Rahadian Putra, M. Irsyad Hibatullah, Christopher Salim, Firman Syaifuddin
Indonesian Petroleum Association
... of lithology facies from well log data is one of them. Using the machine learning concept, lithofacies classification activities using well logs can be done...
2019
Towards a Basin-Scale Lithofacies Model - An Integrated Machine Learning Approach Using Well Logs and Core for the Permian Basin
Search and Discovery.com
N/A
Machine learning-driven rock classification to optimize completion and hydraulic fracturing design in the Tuscaloosa Marine Shale
Jamal Ahmadov, Cristina Mariana Ruse
International Meeting for Applied Geoscience and Energy (IMAGE)
...: Supervised Learning In this section, a brief overview of the technique used for the rock facies classification is given. In supervised learning, a machine...
2022
The Value of Integrating Machine Learning for Enhanced Understanding of Petroleum Systems
Search and Discovery.com
N/A
Abstract: Automated Data Driven 3D Facies Modelling for Reservoir Simulation using Machine Learning Algorithms; #91204 (2023)
Salma Alsinan, Hamad Alghenaim
Search and Discovery.com
...Abstract: Automated Data Driven 3D Facies Modelling for Reservoir Simulation using Machine Learning Algorithms; #91204 (2023) Salma Alsinan, Hamad...
2023
Automatic rock classification from core data to well logs: Using machine learning to accelerate potential CO2 storage site characterization
Misael M. Morales, Oriyomi Raheem, Carlos Torres-Verdín, Michael Pyrcz, Murray Christie, Vladimir Rabinovich
International Meeting for Applied Geoscience and Energy (IMAGE)
...Automatic rock classification from core data to well logs: Using machine learning to accelerate potential CO2 storage site characterization Misael M...
2024
Machine learnings and lessons learned on improvements to Castagnas mudrock, Gardners density, and Fausts velocity estimation
David J. Emery, Marcelo Guarido, Brian Russell, Daniel Trad
International Meeting for Applied Geoscience and Energy (IMAGE)
... Machine Learning; Geoconvention, Abstract. Emery, D. J., M. Guarido and D. O. Trad, 2022, The Pitfalls and insights of log facies classification using...
2022
Wireline Log Data Conditioning to Improve Machine Learning Based Facies Identification Across the Well
Search and Discovery.com
N/A
Application of Artificial Intelligence for Depositional Facies Recognition - Permian Basin
Randall Miller, Skip Rhodes, Deepak Khosla, Fernando Nino
Unconventional Resources Technology Conference (URTEC)
...-guided machine learning has been used to classify depositional facies from core photographs of the Wolfcamp, Bone Spring and Spraberry formations...
2019
Facies classification with different machine learning algorithm An efficient artificial intelligence technique for improved classification
Partha Pratim Mandal, Reza Rezaee
Petroleum Exploration Society of Australia (PESA)
...Facies classification with different machine learning algorithm An efficient artificial intelligence technique for improved classification Partha...
2019